adjustBergmannHommel: Bergmann and Hommel dynamic correction of p-values.

In scmamp: Statistical Comparison of Multiple Algorithms in Multiple Problems

Description

This function takes the particular list of possible hypthesis to correct for multiple testing, as defined in Bergmann and Hommel (1994).

Usage

adjustBergmannHommel(raw.matrix)

Arguments

raw.matrix

Raw p-values in a matrix.

Details

The test has been implemented according to the version in Garcia and Herrera (2008), page 2680-2682.

Value

A matrix with the corrected p-values

References

S. Garcia and F. Herrera (2008) An Extension on "Statistical Comparisons of Classifiers over Multiple Data Sets" for All Pairwise Comparisons. Journal of Machine Learning Research, 9, 2677-2694.

G. Bergmann and G. Hommel (1988) Improvements of general multiple test procedures for redundant systems of hypogheses. In P. Bauer, G. Hommel and E. Sonnemann, editors, Multiple Hypotheses Testing, 100-115, Springer, Berlin.

Examples

data(data_gh_2008)
raw.pvalues <- friedmanAlignedRanksPost(data.gh.2008)
raw.pvalues
adjustBergmannHommel (raw.pvalues)

scmamp documentation built on May 1, 2019, 10:10 p.m.